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switched order of benefits
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aidanscannell committed Feb 9, 2024
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Expand Up @@ -59,9 +59,9 @@ author: "<a href='https://www.aidanscannell.com/'>Aidan Scannell</a><sup>*</sup>
- `SFR` can be viewed as a function-space Laplace approximation for NNs
- `SFR` has several benefits over [weight-space Laplace approximation for NNs](https://arxiv.org/abs/2106.14806):
- Its function-space representation is effective for regularization in continual learning (CL)
- It can incorporate new data without retraining the NN
- It has good uncertainty estimates
- We use them to guide exploration in model-based reinforcement learning (RL)
- It can incorporate new data without retraining the NN
<!-- - It learns expressive covariance structures from data -->
<!-- - Not limited by stat -->

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